Single‐mode optical fibre digital decoder based on polarization using a K‐nearest neighbour algorithm
Abstract It is shown experimentally a new digital optical decoding scheme based on the transmission or polarized light at p polarization planes using a K‐Nearest Neighbour (KNN) algorithm through a single‐mode optical fibre at 633 nm. The optical power signal is sent at p polarization planes which c...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2023-09-01
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| Series: | Electronics Letters |
| Subjects: | |
| Online Access: | https://doi.org/10.1049/ell2.12921 |
| _version_ | 1797673921587183616 |
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| author | David Ibáñez‐Camarillo Fernando Martínez‐Piñón Moisés Vicente Márquez‐Olivera Viridiana Gudelia Hernández‐Herrera Sergio Vidal‐Beltrán |
| author_facet | David Ibáñez‐Camarillo Fernando Martínez‐Piñón Moisés Vicente Márquez‐Olivera Viridiana Gudelia Hernández‐Herrera Sergio Vidal‐Beltrán |
| author_sort | David Ibáñez‐Camarillo |
| collection | DOAJ |
| description | Abstract It is shown experimentally a new digital optical decoding scheme based on the transmission or polarized light at p polarization planes using a K‐Nearest Neighbour (KNN) algorithm through a single‐mode optical fibre at 633 nm. The optical power signal is sent at p polarization planes which constitute p classes required for signal bit recognition. Results show that it is possible to recognize 32 polarizations planes, 5 bits, using 4 features corresponding to the measurement of optical power at 4 different angles at the photodetector side with an average assertiveness of 99.02%. |
| first_indexed | 2024-03-11T21:51:25Z |
| format | Article |
| id | doaj.art-62eef0441a534f98853dc5cf57b231a7 |
| institution | Directory Open Access Journal |
| issn | 0013-5194 1350-911X |
| language | English |
| last_indexed | 2024-03-11T21:51:25Z |
| publishDate | 2023-09-01 |
| publisher | Wiley |
| record_format | Article |
| series | Electronics Letters |
| spelling | doaj.art-62eef0441a534f98853dc5cf57b231a72023-09-26T08:10:29ZengWileyElectronics Letters0013-51941350-911X2023-09-015918n/an/a10.1049/ell2.12921Single‐mode optical fibre digital decoder based on polarization using a K‐nearest neighbour algorithmDavid Ibáñez‐Camarillo0Fernando Martínez‐Piñón1Moisés Vicente Márquez‐Olivera2Viridiana Gudelia Hernández‐Herrera3Sergio Vidal‐Beltrán4Instituto Politécnico Nacional Centro de Investigación e Innovación Tecnológica Azcapotzalco Ciudad de México MexicoInstituto Politécnico Nacional Centro de Investigación e Innovación Tecnológica Azcapotzalco Ciudad de México MexicoInstituto Politécnico Nacional Centro de Investigación e Innovación Tecnológica Azcapotzalco Ciudad de México MexicoInstituto Politécnico Nacional Centro de Investigación e Innovación Tecnológica Azcapotzalco Ciudad de México MexicoInstituto Politécnico Nacional Escuela Superior de Ingeniería Mecánica y Eléctrica Zacatenco Ciudad de México MexicoAbstract It is shown experimentally a new digital optical decoding scheme based on the transmission or polarized light at p polarization planes using a K‐Nearest Neighbour (KNN) algorithm through a single‐mode optical fibre at 633 nm. The optical power signal is sent at p polarization planes which constitute p classes required for signal bit recognition. Results show that it is possible to recognize 32 polarizations planes, 5 bits, using 4 features corresponding to the measurement of optical power at 4 different angles at the photodetector side with an average assertiveness of 99.02%.https://doi.org/10.1049/ell2.12921artificial intelligencedecodingfibre optic sensorsoptical fibre communicationoptical fibre polarization |
| spellingShingle | David Ibáñez‐Camarillo Fernando Martínez‐Piñón Moisés Vicente Márquez‐Olivera Viridiana Gudelia Hernández‐Herrera Sergio Vidal‐Beltrán Single‐mode optical fibre digital decoder based on polarization using a K‐nearest neighbour algorithm Electronics Letters artificial intelligence decoding fibre optic sensors optical fibre communication optical fibre polarization |
| title | Single‐mode optical fibre digital decoder based on polarization using a K‐nearest neighbour algorithm |
| title_full | Single‐mode optical fibre digital decoder based on polarization using a K‐nearest neighbour algorithm |
| title_fullStr | Single‐mode optical fibre digital decoder based on polarization using a K‐nearest neighbour algorithm |
| title_full_unstemmed | Single‐mode optical fibre digital decoder based on polarization using a K‐nearest neighbour algorithm |
| title_short | Single‐mode optical fibre digital decoder based on polarization using a K‐nearest neighbour algorithm |
| title_sort | single mode optical fibre digital decoder based on polarization using a k nearest neighbour algorithm |
| topic | artificial intelligence decoding fibre optic sensors optical fibre communication optical fibre polarization |
| url | https://doi.org/10.1049/ell2.12921 |
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